01Business
The numbers that matter
Revenue, cost structure, customer flow, the KPIs the board actually tracks. We read filings and your dashboards together.
- Revenue & margin tree
- Customer journey
- Cost-to-serve map
Phase 01 · Assessment
We take a full picture of the company.
We analyze three dimensions at once: the business model, the culture, and the operations. Where AI moves the needle sits in the overlap.
02Culture
How people actually work
Async interviews with every level: execs, managers, ICs. What the team values, what they avoid, what they wish was different.
- Decision rhythms
- Tooling habits
- Trust & autonomy
03Operations
Where the work flows
Real workflows, department by department. Handoffs, rework, the gaps between the org chart and the work itself.
- Workflow maps
- Friction & rework
- System inventory
→
What you walk away with
A prioritized roadmap where every opportunity is tagged with effort, dollar impact, and the team that owns it.
Phase 02 · Implementation
We build it together.
Two tracks running in parallel. We bring the AI craft; your team brings the context. Every decision happens in the same room, fully transparent, on a shared codebase.
Ambolt
Your team
01Discover
02Build
03Test
04Ship
Ambolt
Sit with the team. Map the current workflow exactly as it runs today.
Prototype on real data. Choose between buying off-the-shelf or building custom, whichever ships faster.
Run against real work, not demos. Measure against the KPI that matters.
Hand over the system, the playbook, and the keys. Document every decision.
Your team
Identify a champion. Open the doors to data, tools, and the workflow's edge cases.
Pair with us. Your team writes commits next to ours, learns the system from the inside.
Use it in the daily flow. Break it on purpose. Tell us what doesn't fit.
Operate it. Own it. Extend it. We stay a phone call away.
AEvery artifact is built in the open, in real time.
BWeekly demos in plain Spanish or English. Every decision is logged.
CTooling decisions serve your stack and your budget.
Phase 03 · Adoption
AI adoption is a people problem,not a tech one.
Shipping the system is the easy part. We work alongside your leaders and teams to manage the change — training every role, building new habits, and measuring adoption until AI is simply how work gets done.
PLAN
Deliverable · 01
Change Roadmap
A change-management plan for your org: who's affected, what changes for them, and how we roll it out.
- Stakeholder map
- Role impact analysis
- Internal comms kit
- Champions program
- Rollout milestones
FORMATMD · PDF
TRAIN
Deliverable · 02
Team Enablement
Live, role-based sessions (execs, managers, ICs) that turn skeptics into daily users.
- Executive briefing
- Manager operating model
- IC hands-on labs
- Prompt engineering 101
- Office hours
FORMATON-SITE + REC
DASH
Deliverable · 03
Adoption Dashboard
A live view of who's actually using AI, how often, and with what business impact.
- Usage by team & role
- Time-saved tracker
- Quality scorecard
- Adoption vs roadmap
- Anomaly alerts
FORMATWEB · LIVE
SUPPORT
Deliverable · 04
Ongoing Coaching
A retained line to keep momentum: unblock teams, tune workflows, and catch the next wave.
- Monthly adoption review
- Quarterly leadership review
- Slack response channel
- New use-case detection
- Model upgrades
FORMATASYNC