Your AI tools answer questions. They don’t own the workflow.
Your team uses AI everywhere — and operations still run on manual handoffs. We map your workflows and score which one is valuable, repeatable, data-rich, and safe enough to make agentic. Then we build the first one, with the controls your business actually needs.
- Scored against real business impact
- Human-in-the-loop by design
- No black boxes
Trusted by operations & data teams at
AI is everywhere. The leverage isn’t.
Tools assist people task by task. Real operating leverage comes from a workflow an agent can own end-to-end — safely.
Every team has AI tools, but the handoffs and headcount look the same as a year ago.
Automation stalls because the workflow is undocumented — full of exceptions and tribal knowledge.
A dozen ideas and no way to rank which workflow is actually worth making agentic.
A promising experiment that never turns into something the team runs on every day.
This is for you if…
The Agentic Workflow Opportunity Map is built for operators who want leverage on a real process — not another generic AI strategy.
- You lead operations and own real, repeatable workflows with real handoffs.
- Your team already uses AI casually, but not systematically.
- You want leverage on a specific process — not a deck full of possibilities.
- You need automation that respects approvals, rules, and who’s allowed to do what.
Agentic workflows — built around your operation.
We design and build controlled agentic AI around your real data, tools, rules, roles, and approval paths. The model is not the strategy. The workflow is.
Agents that own a repetitive operational workflow end-to-end — grounded in your systems and governed by your rules.
Assistants that gather, synthesize, and cite over your data — so decisions start from grounded answers, not blank pages.
The repetitive handoffs between tools, teams, and approvals — turned into one governed flow.
Grounded retrieval over your documents and knowledge, with sources your team can verify.
Research, enrichment, prep, and CRM hygiene — with the guardrails to run on real accounts.
The control layer underneath it all: permissions, an admin panel, human approvals, and full audit.
Automation you can trust the team to run.
This is the layer most tools skip and most stalled projects come from. We make it concrete, labeled, and yours — so the workflow is something you can fully customize, control, and trust.
Who can see and do what — scoped to real users, teams, and data boundaries.
People review and approve the decisions that matter before anything acts.
Output tied to retrieved sources, so it’s verifiable, not a black box.
Quality checks that catch regressions before your team or customers do.
Traceable runs — see what the workflow did, why, and with which inputs.
Budgets, caching, and routing so it stays fast and affordable at scale.
A control surface for config, roles, and oversight — owned by your team.
A record of activity and clear control over where your data lives and flows.
Example agentic workflows we’ve shipped.
Real, production-grade work — not slideware. Each one is grounded in a customer’s data, tools, and rules.
GenAI & agentic internal research products
Internal products that gather, synthesize, and reason over company data so teams get grounded answers instead of starting every search from scratch.
System Engineering Assistant
An agentic internal research tool that pulls from engineering knowledge to answer hard system questions — with citations the team can verify.
Sales & Marketing Assistant
A GTM copilot wired into the team’s tools and data, with the guardrails needed to act on real accounts and content.
Agentic BI
A concept that lets people ask business questions in natural language and get analysis backed by real data and traceable reasoning.
What the Agentic Workflow Opportunity Map includes.
A focused diagnostic that turns “we should use AI” into a ranked, scored shortlist — and one recommended workflow to build first.
- Workflow inventoryWe map the candidate workflows across your operation, with the handoffs and tools each one touches.
- Business-impact & repeatability scoreRank each workflow by value, frequency, and how repeatable it really is.
- Agent-suitability scoreWhere an agent genuinely helps — and where it shouldn’t go.
- Data & integration readinessThe data and systems each workflow needs, and what it takes to connect them safely.
- Approval & control modelPermissions, roles, and where humans stay in the loop.
- Failure-mode & risk mapWhat can go wrong, and how we design around it.
- Recommended first workflow + build estimateThe one to build first, with scope and a rough estimate.
The Map leads directly into a prototype sprint — where we build the first workflow you chose.
Map a workflow live on the opportunity map
Describe one workflow and watch it plotted on impact x readiness. Get the verdict, then unlock your full map and first build.
Prefer to skip the diagnostic? WhatsApp a founder · email us
Frequently asked.
Is this just a strategy deck?
No. The Map ends with a scored shortlist and one recommended workflow to build first — with scope and a rough estimate. It’s a decision tool that leads into a build, not slideware.
We already use no-code automation tools. Why this?
Those are great for simple flows. Our work starts where the workflow needs your company-specific data, approvals, integrations, evaluation, and controls — the parts a no-code tool can’t safely model.
Do we need clean, documented processes first?
No — mapping the mess is the point. We work with the workflow as it actually runs today, exceptions and all.
Where does our data live, and how is it secured?
The architecture is designed around your security and data-residency requirements — including running inside your own environment where needed, with clear data boundaries, permissions, and audit from day one.
What happens after the Map?
The recommended workflow goes into a prototype sprint, then toward a production-grade system — with the controls and human review defined during the Map.
Who owns the code and IP?
You do. We build it around your stack and hand it over — no lock-in to a proprietary platform.