Sheet 01 / HomepageFig. 01 — Where AI fits
Boutique AI consultancy · The agentic era

AI that makes your business measurably better — this quarter, not someday.

The agentic era is here. What was impossible two weeks ago is shippable today. We help operators turn this moment into wins across processes, people, and customers — in weeks, not quarters.

Practice
Audit · Design · Implementation
Engagement
2–4 weeks from kickoff to a working prototype
Sector
Mid-market · Legacy operations · 50–500 FTE
Book the working session →What we do ↓Working sessions that ship real prototypes.
Fig. 01Operating Diagram · v. 2026.04 · ● LIVE
Intake
01email
02ticket
03sheet
Decision
04triage
AIAI
05approve
Output
06dispatch
07reply
08export
Fig. 01 — Where AI fits1 of 1 · not to scale
Metric 01Velocity
2–4weeks
from kickoff to a working prototype
Metric 02Team
1team
maps, designs, and ships alongside yours — end to end
Metric 03Moment
Now
the agentic era is wide open for operators
Momentum · Sheet 02§ 02

The agentic era compounds weekly.

Agents, their architectures, and the harness around them are evolving faster than quarterly planning cycles can absorb. We track what ships at the frontier — and translate it into wins inside the systems you already run.

01Agents

Work that needed a human in the loop last quarter now runs end-to-end.

Planning, tool-use, long-running execution — each release clears another class of task off the team's plate. What was a demo last month is a workflow this month.

Capability
02Architecture

Planners, sub-agents, reviewers, memory — systems that reason about the work.

Multi-agent patterns turn brittle automations into layers that plan, delegate, and double-check. Less chatbot, more operator with a team behind it.

Pattern
03Harness

File access, sandboxed code, long context, MCP — the surface keeps widening.

The harness is what turns a model into a colleague. Each month it reaches deeper into your stack — inboxes, CRMs, codebases, spreadsheets — without a rewrite underneath.

Surface
Sheet 03 / Before & AfterFig. 03 — State change
BeforeState 01

Talented teams, legacy systems, and inefficiencies everyone can feel but no one has time to rethink.

Spreadsheets · Inboxes · Tribal knowledge
AfterState 02

Sharper customer experiences, faster workflows, teams that feel more powerful — AI and agents in daily operations.

Map · Design · Ship · Compound
Services · Sheet 04§ 04

Where we create measurable business wins.

Audit, design, and implementation — partnerships for operators who want AI woven into the business they already run. We're passionate about these tools and build with them every day, so your team stays ahead of what's suddenly possible.

01

AI audits that surface the highest-leverage wins

We map how work flows through your people, systems, and customer moments, then pinpoint where AI and agents create speed, sharper decisions, and standout experiences.

Audit
02

Workflow design that respects the stack you already run

We design around the tools, data, and teams already in place, so wins compound instead of triggering another platform rebuild.

Design
03

Working software in the time it takes to prepare a deck

The feedback loop moves at the speed of the technology. We scope, prototype, and ship AI and agent workflows fast — so you learn from real usage, not slides.

Implement
04

Internal AI tools your team will reach for every day

Copilots, knowledge assistants, intake flows, quoting helpers, reporting layers, and agentic decision support — built to feel like leverage, not another tool to wrangle.

Adopt
Process · Sheet 05§ 05

From first conversation to compounding wins.

We move in deliberate passes so momentum builds early and every step ships something your team can actually use.

01

Map the landscape

We study your people, workflows, and systems to find where AI creates the biggest lift — commercial, operational, experiential.

02

Design the path

We simplify the workflow, pick the right AI and agent surfaces, and sequence the work so momentum builds from week one.

03

Ship the useful layer

In weeks, not quarters, we stand up prototypes tied to real data, real decisions, and real customer moments.

04

Grow adoption, compound wins

We tune prompts, interfaces, and operating rhythms around real usage, so AI becomes part of the work — and every process, person, and customer feels the lift.

Proof · Sheet 06§ 06

Operators shipping with us, not talking about us.

Case studies from inside real businesses — actual screens from the work, not mockups, not decks.

Case study · 01

GameTime

An AI-native sales operating layer built alongside an outbound team — research, prep, coaching, and pipeline visibility tied to the systems they already run.

hrs.gametime-ai.app
SectorCommercial ops · Outbound sales
RoleAI audit · Workflow design · Internal product
TimelinePrototype in weeks · Ongoing 2026
StackSalesforce · Twilio · OpenAI · Anthropic
01 / Before

Talented team, talented stack — and a morning lost to research.

An ambitious commercial team running on inboxes, spreadsheets, and tribal knowledge. Researching leads ate the morning; coaching happened after the fact; managers chased reports instead of moving deals.

02 / Approach

AI where the friction is loudest, not where the demo looks best.

We mapped the day of an SDR end-to-end, then ranked the wins by leverage. AI went where it removed the most friction first — pre-call research, queue prioritization, live coaching — without rebuilding the stack underneath.

03 / Outcomesmeasured, not promised
30s
Pre-call research per lead — down from ~15 minutes of manual Googling.
Wks
From kickoff to first working prototype on live data, not slides.
0
Net-new platforms forced on the team — the AI layer sits on top.
Plates 06.A — 06.CModules shipped · live in production
Plate 06.AModule · Smart call queue
GameTime smart call queue with prioritized leads, fit scores, and prep buttons.
Reps wake up to a queue, not an inbox.

Auto-prioritized leads with fit score, temperature, and research status surfaced inline. The first dial of the day is the right one — not whichever email floated to the top.

Plate 06.BModule · Manager command center
GameTime manager command center showing live KPIs and coaching queue.
Managers stop chasing reports. They start coaching.

Live activity feed, qualified-lead and conversion KPIs, automation ROI, coaching queue, and AI usage in a single workspace — refreshed in real time as the team works.

Plate 06.CModule · AI reports hub
GameTime AI reports hub with executive summary and AI-generated insights.
Reports written by the system, not requested from it.

Executive summary, team oversight, coaching insights, and outbound performance generated by AI on a cadence the team trusts — the manager review meeting now starts on page two.

Team · Sheet 07§ 07

A small team that thinks commercially and ships alongside you.

The people shaping the strategy are the same people close to the code, the systems, and the implementation.

Marc SneggPlate 07.A
Commercial strategy · North America relationships
Marc Snegg
15-year career as an operator, real estate investor, and founder of GroundGame, building nearshore sales teams for client businesses.
JP DomínguezPlate 07.B
Systems · Workflow design · Implementation
JP Domínguez
PhD + 15 years running projects and estimation across construction, environmental, and international infrastructure. Translates operational complexity into AI systems that fit the business you already run.
Juan TrujilloPlate 07.C
Internal tools · Automation · Delivery
Juan Trujillo
Ex-Google engineer (Android, Play Services, Fi) turned fintech CTO. Co-founder of Tixpert.ai. 20 years shipping systems at billion-user scale.
Fit · Sheet 08§ 08

Where we book the biggest wins.

We partner best with operators who see this moment for what it is — and want to move while the window is wide open.

For07.A
  • Operators ready to move while the agentic era is wide open
  • Teams with real data, real customers, real constraints
  • Leaders who want ambition paired with weekly, shippable rollout
Wins we book07.B
  • Processes that move faster with less friction
  • Customers who notice the difference in speed, polish, and responsiveness
  • Teams that feel more powerful because the tools finally fit the work
  • Compounding leverage as AI gets woven deeper into daily operations
FAQ · Sheet 09§ 09

Straight answers.

Short version: we partner with operators who want AI that delivers measurable wins — fast.

Q.01What do you actually do?+
We audit, design, and ship AI and agent systems that create real business wins — copilots, intake flows, reporting layers, automations, and customer-facing experiences built on the systems you already run.
Q.02Do you replace our current software stack?+
Almost never. The biggest wins come from making the systems and data you already rely on sharper, faster, smarter — with AI woven in where the leverage is obvious.
Q.03What kinds of companies are a fit?+
Businesses ready to move while the window is open — more throughput, better customer experience, stronger teams.
Q.04How do you handle adoption?+
By shipping tools people genuinely want to use. When software saves time, sharpens decisions, or delights a customer, adoption takes care of itself.
Sheet 10 / ContactFig. 10 — Next step
Get started

What was impossible two weeks ago is shippable today. Let's turn that into wins for your business.

hello@gamechanger-ai.devSchedule intro call

Book a working session. We'll map the highest-leverage wins and sketch the first prototype together.

ResponseWithin 2 business days
Intro call45 minutes
Scope2–4 week audit