Decide Business consulting & research
Market and business research, business plans, go-to-market, product development, brand positioning, product portfolio.
Campabalt Inc. — Toronto, Ontario
AI and automation for operations that already run.
We find where AI creates measurable value in your operation, build the systems that capture it, and hand them over. Your team runs them without us.
Advisory through production under one contract.
On payment you own everything delivered.
B2B only.
02 What we do
Delivery →Four stages, one accountable relationship.
The team that scopes the work also delivers it, so you move from plan to production under one accountable relationship — without re-briefing a new vendor between phases.
Plan AI advisory
Use-case discovery, feasibility, data readiness, delivery risk, per-use-case cost forecasts covering compute, tokens, licensing and build effort.
Build Automation and engineering
Automation, software engineering, e-commerce, and project and programme management across multiple parties.
Run Handover
Source code, prompts, database schemas, workflow configurations. Yours on payment.
Where we look
Marketing
Customer experience
Supply chain
Pricing
Decision support
03 Beyond AI buzzwords
08 capabilitiesWhat we actually build.
Each is delivered as a fixed-price milestone with an agreed acceptance test — adopt one capability at a time and see the value of each before committing to the next.
Delivery05
Business03
Review & feedback intelligence
Classifying, summarizing and surfacing themes from reviews, surveys and support tickets.
04 Anatomy of one operation
As builtHow an operation gets automated.
The system as built for an Ontario food processing and retail operation. Hover a source to follow its path; hover a gate to read its acceptance test.
Sourceswhat you already produce
Inbound email
Customer reviews and comments
Sales and point-of-sale data
Supplier price files
Documents
Processingwhat happens to it
Classifiers
Summarizers
Draft generators
Extraction
Validation against manual baselines
Outputswhat the business gets
Sorted and labelled data
Dashboards
Critical issues surfaced early
Pricing decisions prepared
Decision support
✓
✓
Human gate
✓Human gate — outbound communication
A person approves every outbound message. Zero auto-sends — there is no tolerance to spend.
✓Human gate — pricing
Accepted only after five consecutive business days matching or beating the manually built list.
>ready
Sources00
Paths00
Human gates00
✓Human gate
Every path that reaches a customer or a price passes through a person. AI classifies, drafts and analyses — it does not send or price on its own.
05 Who we work with
Full cycle completed
Programme
Campabalt is an approved advisory service provider within the IION Ignite AI Program, helping eligible organizations identify high-value AI opportunities and build a clear path toward implementation.
Client
An Ontario food processing and retail operation
- Ignite advisoryMay–June 2026
- AI adoption plan
- Fixed-price implementation of review intelligence, communication triage and pricing automation
06 How we deliver
Advisory → productionWhat happens if you hire us.
Four phases, each standing on its own. Open any row for what the phase actually contains.
PhaseStageScheduleCommercials
01
AdvisoryAssess the operation
8 weeks · 5 milestones
Case to case, upon agreement
Fixed engagement, eight weeks, five milestones. Every use case assessed for feasibility, expected value, data readiness and delivery risk.
02
Adoption planCosted, phased, defensible
Phased roadmap
Per-use-case forecast
Phased roadmap with per-use-case cost forecasts covering compute, tokens, licensing and build effort. You leave knowing what to do first and what it will cost.
03
ImplementationFixed price, gated
Milestone by milestone
Case to case, upon agreement
Milestones are priced case to case, upon agreement, invoiced only on written acceptance against criteria agreed in advance. Miss a gate on something within our control and we remediate at our own cost.
04
ProductionRunning, and yours
Ongoing
Owned on payment
On payment you own everything delivered. Phases stand alone: pause, extend, or bring it in-house at any milestone boundary without stranding a half-finished system.
07 Terms & acceptance
Written in advanceThe gates, as they are written.
No milestone is invoiced until it passes a test agreed before the work starts. You check a number you already agreed, on evidence you can audit.
≥85%
Accuracy on an independently audited sample — measured on your sample, not our count.
5days
Consecutive business days at or above the manual baseline. One day below, the run restarts.
0auto-sends
A person approves every outbound message. There is no tolerance to spend.
7.1
Acceptance is a number agreed before work starts.
You never judge whether the work feels right.
7.2
Miss a gate within our control and we remediate at our own cost, or you end the engagement owing no further fees.
Our error, our time.
7.3
On payment you own everything: source code, prompts, database schemas, workflow configurations.
No licence. No lock-in.
Delivery risk sits with the vendor, not with you.
08 Governance
Written into the contractData minimization by design
We hold the minimum fields a use case needs to work, and nothing collected on the chance it proves useful later.
Outbound controls on every path
Consent state and unsubscribe handling are checked on every automated message path before it can send.
Lawful and terms-compliant only
We collect from sources whose terms permit it. Where a platform forbids collection, we do not build the use case.
Never used to train public tools
Client data is not submitted to public model training, and contracts say so.
Governance is written into the contract rather than left to intention. AI classifies, drafts and analyses. It does not autonomously send, price, or make a regulated decision — a person reviews and approves.